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1. Fatigue_Detection_algorithm Fatigue_Detection_algorithm Public

   This is the repository of the code that I wrote for my healthcare research with Grove City College and Highmark Healthcare. The goal of the research is to process the signals describing the gait of…

   MATLAB

2. Bayes_Naive_classifier Bayes_Naive_classifier Public

   I applied naive bayes model to text in order to classify documents. I learn the posterior probabilities for each topic from the data and make predictions based on that.

   Python

3. Latent-Semantics-Analysis-for-word-to-vector-generation Latent-Semantics-Analysis-for-word-to-vector-generation Public

   Using dimensionality reduction on co-occurrence matrix to generate word to vector matching.

   Python

4. neural-articles neural-articles Public

   Generating history articles about Rome using a recurrent neural net based on Gated Recurrent Units. I wrote a short report looking at the quality of the text as I was training the GRUs.

   Jupyter Notebook

5. shakespeare shakespeare Public

   Generate poetry Shakespearian like poetry using a 3rd order Markov chain. Probabilistic model was trained on half of Shakespeare' work.

   Python

6. Achilles Achilles Public

   Language detection using a probabilistic model over using n-grams of different languages. It supports 4 languages: Spanish, French, German, and English.

   Python